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Research report · data-report

In a browser: a census of 149 listings

124 of 149 listings answer yes for “In a browser”. Counted from our own datasheet, with the query that reproduces every figure.

Oct 11, 2026updated Oct 11, 20262 min read

In a browser, across 149 settled listings

  1. Yes124 of 149

  2. Qualified17 of 149

  3. No7 of 149

  4. Does not apply1 of 149

Of the 149 Published listings whose datasheet settles “In a browser”, the largest group is “Yes” at 124 (83%). Measured 2026-10-11.

Denominator: 149 Published listings whose datasheet settles “In a browser”.Method: Counted from the stored datasheet answer for “In a browser” across every Published listing, all of which have a recognised stored answer on that row.Measured .
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<a href="https://theagentsindex.com/blog/surface-web-census/" target="_blank" rel="nofollow noopener"><img src="https://theagentsindex.com/charts/surface-web-census.png" alt="In a browser, across 149 settled listings — The Agents Index" title="In a browser, across 149 settled listings — The Agents Index" width="640" loading="lazy" style="max-width:100%;height:auto" /></a>

The agents that match

In a browser: listings answering Yes or Qualified on . This can differ from the report, which counted on .

Show 141 matches
  • 11x Yes

    It is a hosted platform: the contract refers to an account dashboard for admins, and the site repeatedly describes logging into the platform to configure workers.

    Checked 2026-09-23

  • Accio Work (via Corpable) Qualified

    Accio Work itself is a desktop execution client that must be installed, with the web layer serving discovery and read-only logs; a buyer cannot run the automation entirely in a browser.

    Checked 2026-09-27

  • Ada Yes

    The whole build, launch and optimisation workflow lives in a hosted Ada dashboard, with team invitations, audit log and tool configuration all reached from the browser.

    Checked 2026-10-11

  • Agentix Labs Qualified

    Customer-facing web and messaging agents are a named build capability through Botpress, but the firm sells no hosted web application of its own that a buyer logs into.

    Checked 2026-10-11

  • AgentsKit Qualified

    There is no hosted console for this library. It ships headless chat components for seven frameworks that you render inside your own web application and style yourself.

    Checked 2026-10-11

  • Agno Yes

    The hosted control plane at os.agno.com is a browser app for chatting with agents, inspecting traces and operating schedules.

    Checked 2026-10-11

  • Aide Yes

    Hosted throughout: the agent and Copilot run inside Zendesk, Front, Gorgias or Gmail, and Aide Chat is a web widget you place on your own site, store or app, on every plan.

    Checked 2026-09-23

  • Aident Loadout Yes

    A hosted dashboard carries Home, Integrations, Vault and Audit tabs, so connecting apps and reviewing runs happens in the browser.

    Checked 2026-10-03

  • Aider Qualified

    A browser UI exists but the vendor labels it experimental, and it is a local server you start yourself rather than a hosted web product.

    Checked 2026-09-30

  • Aisera Agent Composer (Agent Studio) Yes

    Everything is done in a hosted browser console: agents, workflows, MCP servers and tenant settings are all configured from the Aisera Admin UI, which is where the studios live.

    Checked 2026-09-24

  • AiZipZap Yes

    The hosted web page is the only surface, and it holds your text and result in page memory rather than in an account.

    Checked 2026-09-10

  • Amplemarket Yes

    The product is a hosted web application: the vendor documents in-app Dashboard and Settings screens for tokens, roles and users, and team sign-in runs through the browser via SSO.

    Checked 2026-09-10

  • Antigravity CLI Yes

    The CLI ships a Remote Control daemon you register as an OS service, after which the browser dashboard drives that machine's conversations, tasks and artifacts.

    Checked 2026-09-10

  • Argorant Yes

    A hosted web app at app.argorant.com holds search, lists, exports, campaigns, the unified inbox and the billing profile.

    Checked 2026-09-26

  • Artisan Yes

    Everything happens in a hosted web workspace at dashboard.artisan.co: campaigns, lists, inbox, team management and the dialer are all pages in that app.

    Checked 2026-09-10

  • AudioCodes Live Hub Yes

    Live Hub is primarily a hosted web portal: you register, sign in and configure accounts, bots, channels and routing entirely in the browser.

    Checked 2026-09-24

  • Augment Code Yes

    Cosmos is a hosted web app for sessions, experts and automations, with dashboards at app.augmentcode.com.

    Checked 2026-09-02

  • AutoGen Yes

    AutoGen Studio provides a browser-based low-code interface for building and running teams, though Microsoft calls it a prototyping tool, not a production app.

    Checked 2026-09-19

  • Auto-Respond Yes

    Everything is run from a hosted web app - sources dashboard, messaging settings, lead conversations and a Jobs board - which the vendor shows as real product screens.

    Checked 2026-09-11

  • Bitsclan IT Solutions Yes

    A performance dashboard is part of what is handed over at launch, and the automation deliverables list an ROI dashboard, so the buyer gets a hosted web surface with the build.

    Checked 2026-09-11

  • Bland Yes

    A hosted dashboard covers call logs, transcripts, recordings and review; agents also embed as a web voice/chat widget.

    Checked 2026-09-11

  • Bolt Yes

    The hosted web app is the only surface: everything runs in the browser through WebContainers with nothing installed locally.

    Checked 2026-09-11

  • Botpress Yes

    Studio is a hosted browser IDE on Botpress Cloud, alongside the Desk support console and the Viber builder; the ADK also serves a local browser Dev Console.

    Checked 2026-09-02

  • Botsify Yes

    Everything is done in a hosted dashboard at agentic.botsify.com, which for agencies becomes a multi-client operator view of every agent, client and revenue stream under their own domain.

    Checked 2026-09-13

  • Browserbase Yes

    Hosted dashboard with a playground, session inspector and Function deployment.

    Checked 2026-09-02

  • Cartesia Yes

    The Playground is the hosted surface for creating, configuring and testing agents and models.

    Checked 2026-09-02

  • Claude Code Yes

    Cloud sessions run from claude.ai/code in a desktop browser or the iOS and Android app, with no local install.

    Checked 2026-09-02

  • Cline Qualified

    The browser UI is Kanban, a board you start yourself on localhost and label a research preview; the vendor's hosted web app is the account and admin console, not a place to run tasks.

    Checked 2026-09-12

  • CodeRabbit Yes

    A hosted dashboard at app.coderabbit.ai carries the coding agent, Triage queue, settings, reports and billing, separate from the Git platform surfaces.

    Checked 2026-09-15

  • Codex CLI Yes

    Codex cloud is a hosted surface reachable from the browser and from the CLI via codex cloud.

    Checked 2026-09-02

  • CommentKeyword Yes

    The product is a hosted web dashboard where you create keywords, write reply and DM variants, configure the AI agent and read campaign activity.

    Checked 2026-09-28

  • Crescendo Yes

    Everything runs in the browser: an embedded chat widget on the customer's site and app, plus a hosted dashboard where conversations, routing and analytics live.

    Checked 2026-09-12

  • Cresta Yes

    Everything runs in the browser: a persistent Knowledge Agent panel follows agents across their tools, and supervisors work from a single web command centre.

    Checked 2026-09-13

  • CrewAI Yes

    Both plans include the hosted Crew Studio visual editor at app.crewai.com, where workflows are built, tested and run without writing code.

    Checked 2026-09-13

  • Cursor Yes

    Cloud agents are started and managed from the browser, and also from iOS, Slack, GitHub, Bitbucket and Linear.

    Checked 2026-09-02

  • Decagon Yes

    The platform is a hosted web console: building, monitoring, QA dashboards and analytics all run in-product behind a sign-in.

    Checked 2026-09-14

  • Deepgram Voice Agent API Yes

    Agents can be configured in the Deepgram Console and referenced by ID, tested interactively in the hosted playground, and embedded in any web page through the Browser Agent SDK's drop-in widget.

    Checked 2026-09-02

  • Devin Yes

    Hosted web app at app.devin.ai; each session carries its own shell, embedded IDE and browser you can take over.

    Checked 2026-09-02

  • Devin Desktop Qualified

    Devin Desktop is a downloaded desktop application; only the cloud Devin sessions it dispatches are also reachable in the app.devin.ai web app.

    Checked 2026-09-03

  • Dify Yes

    Apps are built in a browser workspace and published as hosted web apps or embeds.

    Checked 2026-09-02

  • Dust Yes

    Dust is a hosted web application with collaborative workspaces, conversations and Frames dashboards, and the pricing page sells it as self-serve from the browser.

    Checked 2026-10-01

  • ElevenLabs Agents Yes

    Agents are built, monitored and A/B tested in a hosted dashboard, and shipped to end users as an embeddable web widget.

    Checked 2026-09-02

  • Elicit Yes

    The primary surface is the hosted web app at elicit.com, where sessions, projects, library and admin settings all live; the API is the alternative rather than the main route.

    Checked 2026-09-14

  • ERIUS PHONE Yes

    A hosted dashboard shows your phones live and is where you do the human sign-ins; a shared demo phone is also pokeable in the browser without signup.

    Checked 2026-10-09

  • Faceless.so Yes

    The product is primarily a hosted web app: niche picker, plan dashboard, posting calendar and a video editor you can fine-tune generated output in.

    Checked 2026-10-03

  • Factory Yes

    Sessions sync to app.factory.ai in any browser, with nothing to install.

    Checked 2026-09-02

  • Fin Yes

    Fin is configured and monitored from the hosted Intercom workspace in the browser, and its customer-facing Messenger surface runs on the web alongside iOS and Android.

    Checked 2026-09-18

  • Firecrawl Yes

    A hosted dashboard carries a playground for scrape, search, crawl and map, plus a live browser session and the agent research tool.

    Checked 2026-09-24

  • GC AI Yes

    The hosted web app at app.gc.ai is the primary surface, carrying chat, files, projects and playbook reviews alongside browser-based document editing.

    Checked 2026-09-14

  • Gemini Code Assist Yes

    Browser surfaces are the Google Cloud console Cloud Assist panel, Cloud Shell Editor and Cloud Workstations; there is no standalone hosted Code Assist web app.

    Checked 2026-09-02

  • Genspark Yes

    The product is a hosted web workspace entered from the homepage chat box, with a project sidebar, canvases and drives all running in the browser.

    Checked 2026-09-15

  • GitHub Copilot Yes

    github.com and GitHub Mobile are listed as supported environments on every plan, and the agents panel runs cloud sessions from the browser.

    Checked 2026-09-02

  • Glean Yes

    Browser app, sidebar and companion, plus desktop and mobile apps, all included in the seat fee.

    Checked 2026-09-02

  • Glypse Yes

    The entire product is a hosted web dashboard, and the Social Intelligence surface is reachable without even signing in.

    Checked 2026-10-05

  • Google Agent Development Kit (ADK) Qualified

    The browser UI exists but you run it locally and the vendor bars it from production, so there is no hosted web application unless you deploy your own agent service.

    Checked 2026-09-15

  • goose Qualified

    There is no vendor-hosted web app; goose serve exposes an authenticated ACP endpoint over HTTP and WebSocket that web clients can be built against, with browser origins allow-listed by flag.

    Checked 2026-09-16

  • GPT Researcher Yes

    The project ships its own browser frontends (static, NextJS, embed script) that you host, and a vendor-run instance answers at app.gptr.dev.

    Checked 2026-09-16

  • Gumloop Yes

    Gumloop is a hosted web product and agents additionally get standalone public pages, plus Slack, Teams and email surfaces.

    Checked 2026-09-30

  • HeyRik Yes

    The whole product is a hosted web studio: flow builder, campaigns, analytics. It also runs web calls in the browser, plus embeddable chat widgets on your own site.

    Checked 2026-09-10

  • HOL Guard Qualified

    A hosted Guard Cloud console exists for dashboards and history, but it requires a paid plan and adds no enforcement.

    Checked 2026-09-29

  • IrisAgent Yes

    There is a hosted dashboard where triggers, automation and analytics are configured, plus embeddable web chat and search widgets for customers.

    Checked 2026-09-24

  • jobfinder-ai Yes

    The whole product is hosted web: a signed-in app at app.jobfinder-ai.com plus a public jobs site and browser tools; no desktop or mobile app is published.

    Checked 2026-09-14

  • Juggler Yes

    The server serves its own web UI and prints the URL, so any browser on the desktop or a phone is a full client of the same live session alongside the native app.

    Checked 2026-09-17

  • Julius AI Yes

    The hosted chat workspace in the browser is the primary surface, with a Slack agent as a second place the same analysis can be requested from.

    Checked 2026-09-17

  • Junie Qualified

    The web app is a companion view onto a CLI session still running on your own machine, not a standalone hosted agent, and the vendor lists a dozen features it cannot do.

    Checked 2026-09-18

  • Kalyvox Yes

    A hosted web dashboard is the main working surface on every plan: tickets, transcripts, summaries, filters, statistics and all agent configuration live there.

    Checked 2026-09-26

  • Kilo Code Yes

    Cloud Agents are driven from a browser dashboard, and there is a Slack surface.

    Checked 2026-09-02

  • LangChain Yes

    Everything paid runs in a hosted console at smith.langchain.com (traces, evals, Engine issues, Fleet agents and billing), and Fleet agents also reach users in Slack, Teams and Gmail.

    Checked 2026-09-18

  • Langflow Yes

    The visual editor and Playground are a browser application served by the Langflow server you start, reached on port 7860 by default rather than on a vendor-hosted domain.

    Checked 2026-09-25

  • LangGraph Yes

    Deployments are created and managed from the LangSmith web control plane at smith.langchain.com, and Studio runs in the browser.

    Checked 2026-09-02

  • Lead Scorer Yes

    The hosted web app is the primary surface and the only place a campaign can be launched: you brief, review runs and approve drafts there.

    Checked 2026-09-18

  • Leaping AI Yes

    Everything is done in a hosted web product: a visual no-code builder for the agents plus an analytics dashboard for call volume, live calls and summaries.

    Checked 2026-09-09

  • Letta Yes

    chat.letta.com serves cloud-hosted agents only; self-hosted agents are not reachable there.

    Checked 2026-09-02

  • Lindy Yes

    chat.lindy.ai is the signed-in web application: a Home page with a chat box, meetings, routines, files, settings and billing, and the account the Chrome extension signs in against.

    Checked 2026-09-19

  • LiveKit Agents Yes

    Agent Console in LiveKit Cloud runs and debugs a deployed agent in the browser; Agent Builder prototypes one with no code, and the dashboard is on every plan.

    Checked 2026-09-02

  • LlamaIndex Yes

    Every product is usable from the hosted dashboard as well as SDK and REST API.

    Checked 2026-09-02

  • LuMay Yes

    Web and chat are first-class interface channels, and the voice product adds a self-service dashboard with a real-time view from the Growth plan upward.

    Checked 2026-09-09

  • Manus Yes

    The hosted web app is the primary surface and the place connectors are authorised; the same account also has macOS and Windows desktop apps and a mobile app.

    Checked 2026-09-19

  • Mastra Yes

    Studio is a hosted web UI for running agents, editing prompts, annotating traces and building datasets; it runs locally at port 4111 or deployed for the team.

    Checked 2026-09-02

  • Maven AGI Yes

    There is a hosted web console: Agent Designer is described as a unified browser workspace for analytics, testing and guardrails, reached through the vendor's app login.

    Checked 2026-09-25

  • Microsoft Agent Framework Qualified

    DevUI gives a browser interface for running and debugging agents, but the vendor labels it a sample app unfit for production; shipping a real web surface means adding the preview AG-UI or ChatKit integrations.

    Checked 2026-09-19

  • MindStudio Yes

    Agents are built and run in a hosted workspace and can be shared as a link or embedded into any website with no extra setup.

    Checked 2026-09-20

  • Mixdesk Yes

    The product is a hosted web workspace that team members sign into after activation, with a website chat widget and mobile apps alongside it.

    Checked 2026-10-03

  • Modurian Yes

    The product is entirely a hosted browser workspace, combining chat, editor, preview and deployment with nothing installed locally.

    Checked 2026-10-09

  • Moveworks Yes

    There is a hosted web assistant plus an embeddable widget for intranets, ServiceNow portals, SharePoint and Google Sites.

    Checked 2026-09-20

  • n8n Yes

    n8n Cloud serves the same editor canvas, execution logs and Chat Hub in the browser; the free-trial signup is a hosted workspace.

    Checked 2026-09-02

  • NeverApply Yes

    The product is primarily a hosted web dashboard where Otto runs the hunt, queues applications and files every receipt in the tracker.

    Checked 2026-09-29

  • Octacer Yes

    What they deliver includes a hosted operational web interface with role-based access, reachable on desktop and mobile browsers.

    Checked 2026-09-26

  • OmniDimension Yes

    Everything is built in a hosted dashboard, and the same agent can be embedded on your own site as a chat and voice widget with a no-code script.

    Checked 2026-09-09

  • OpenAI Agents SDK (Python) Qualified

    There is no hosted web application for building or running agents; the only web surface is OpenAI's Traces dashboard, where runs recorded by built-in tracing can be inspected.

    Checked 2026-09-20

  • OpenAI Realtime API Yes

    WebRTC connects browser and mobile clients directly to a session, and the vendor runs a hosted Realtime Playground for testing prompts and measuring token usage.

    Checked 2026-09-02

  • OpenClaw Yes

    The Gateway hosts a browser Control UI and WebChat where you chat with the agent, manage agents and settings, and watch what the Gateway is doing.

    Checked 2026-09-21

  • OpenCode Qualified

    There is a browser interface, but it is a local server you start yourself rather than a hosted product you log into.

    Checked 2026-09-21

  • OpenHands Yes

    A web GUI is on every tier, hosted on OpenHands Cloud for the SaaS plans and run locally on the open-source one.

    Checked 2026-09-21

  • Perplexity Yes

    The answer engine is a hosted web platform, with Comet as a downloadable browser and apps on desktop and mobile alongside it.

    Checked 2026-09-02

  • Pickaxe Yes

    Everything is built in a browser: a visual agent builder plus hosted portals, pages and direct links your customers open on the web, optionally on your own domain.

    Checked 2026-09-09

  • PitchAI Agent Engine Yes

    Work is described and scheduled in a hosted application; the trial link opens dispatch.pitchai.net, which I loaded and which redirects to a Microsoft sign-in page before the app.

    Checked 2026-10-03

  • PolyAI Yes

    Agent Studio is the hosted build, analytics and deployment surface; a shareable hosted test call is available before anything goes live.

    Checked 2026-09-02

  • Precision AI OS Yes

    Client teams work in a hosted per-firm web workspace with engagement, program and review views; Precision runs everything behind it, so the workspace is the only surface described.

    Checked 2026-10-06

  • Pydantic AI Yes

    A browser chat interface ships in the package via Agent.to_web() or clai web, though the docs position it for local development and debugging rather than production use.

    Checked 2026-09-21

  • Qualified Yes

    The website is the primary surface: the agent meets visitors live on the customer's site over video, voice or chat, and is administered from the hosted Qualified application.

    Checked 2026-09-22

  • Relevance AI Yes

    The product is a hosted web application, with a separate Chat interface documented for desktop, mobile and browser use.

    Checked 2026-09-22

  • Replit Agent Yes

    The entire product is a hosted web workspace: you sign up, chat, build and publish without installing anything locally.

    Checked 2026-09-22

  • Retell AI Yes

    Everything is built and operated in a hosted browser dashboard, and agents themselves can also be embedded on your own site as a web call or chat widget.

    Checked 2026-09-23

  • Revnu Yes

    A hosted dashboard is the primary surface, with chat, the review queue and settings; the API is described as giving the same controls the dashboard has.

    Checked 2026-10-11

  • Ringly Yes

    Everything a buyer touches is a hosted web dashboard: call history with transcripts and recordings, analytics, training and deployment settings, all at app.ringly.io.

    Checked 2026-09-09

  • Rox Yes

    Hosted web app at run.rox.com is the primary surface, with a macOS desktop app, an iOS app, a Chrome extension and Slack/Microsoft 365 entry points alongside it.

    Checked 2026-09-03

  • SafeNet Creations Yes

    The vendor runs a live browser voice agent on its own site and embeds built agents into client websites, dashboards or customer portals as the default deployment surface.

    Checked 2026-09-28

  • Salesforce Agentforce Yes

    Agents are built and administered in the browser inside Salesforce, and can be embedded on the customer's own website via the Agent API and messaging channels.

    Checked 2026-09-03

  • SalesTouch Yes

    Besides the MCP endpoint there is a hosted web application for setup, activity, limits, organizations and billing administration.

    Checked 2026-09-25

  • SEObot Yes

    The whole product is a hosted web application at app.seobotai.com where a buyer onboards a site themselves and manages articles, credits and sync settings.

    Checked 2026-09-25

  • SEOmatic Yes

    The primary surface is a hosted multi-workspace web app at app.seomatic.ai with an agent board, approvals and reporting.

    Checked 2026-10-03

  • Sierra Yes

    Agent Studio is a hosted web application where non-technical teams build journeys, manage knowledge and run simulations without code.

    Checked 2026-09-26

  • Sim Yes

    The product is a hosted web workspace: Chat, visual builder, tables, knowledge bases and logs.

    Checked 2026-09-03

  • sipgate flow Yes

    A hosted Flow dashboard exists for configuration (webhook URL, WebSocket URL and shared secret), though the docs never show it as a build or monitoring console.

    Checked 2026-09-26

  • SkaleAgents Yes

    A hosted web app carries the account workflows: audit jobs from pasted infrastructure text, plus shared Watchtower sessions where a team inspects the findings together.

    Checked 2026-10-03

  • SkipCalls Yes

    Besides iOS and Android apps there is a hosted web application at app.skipcalls.com, and an embeddable call widget puts the agent on the customer's own site.

    Checked 2026-09-26

  • Spiich Yes

    The hosted web app at app.spiich.ai is the full product, joined by a Chrome side panel, a macOS/Windows recorder and iOS and Android apps.

    Checked 2026-09-15

  • StackAI Yes

    Everything happens in the browser: a drag-and-drop canvas to build the agent and prebuilt hosted interfaces such as chat, forms and website chatbots to publish it.

    Checked 2026-09-09

  • Synthflow Yes

    Agents are created, tested and published from a hosted dashboard with an in-product assistant.

    Checked 2026-09-03

  • Tale Yes

    Tale is a hosted or self-hosted web workspace: boards, agent tabs, sandbox file and live-browser panes all render in the application.

    Checked 2026-10-03

  • TecAdRise Yes

    Clients get hosted web surfaces on both sides: a dashboard with call transcripts and audio, and an embeddable chat or voice widget on their own website.

    Checked 2026-09-12

  • TelEcho Yes

    The whole product is a hosted web application: a visual drag-and-drop workflow builder, live dashboards, session replay and versioning, with nothing to install locally.

    Checked 2026-09-16

  • Telnyx Voice AI Agents Yes

    Everything is buildable in the hosted Mission Control Portal, and the same assistant can be published to your own site as an embeddable voice and chat widget.

    Checked 2026-09-09

  • TinyFish Yes

    A hosted dashboard and playground run goals, manage profiles and hold Wallet controls.

    Checked 2026-09-03

  • UiPath Agent Builder Yes

    The build surface is hosted: you open studio.uipath.com in a browser, and UiPath positions Studio Web as the cloud-native IDE whose primary use case is AI agents.

    Checked 2026-09-03

  • Undermind Yes

    The primary product is a browser web app that organisations can deploy to teams without any engineering work.

    Checked 2026-09-26

  • Unify Yes

    The primary surface is a hosted web app at app.unifygtm.com driven by chat, complemented by a Chrome extension on every tier.

    Checked 2026-09-27

  • Vapi Yes

    A hosted dashboard builds and observes agents, and calls embed in your own web app via the Web SDK and widget.

    Checked 2026-09-03

  • Vecbase Yes

    Agents, tasks, files and billing all live in a hosted web workspace the vendor sells as its product, reached by signing in rather than installing anything.

    Checked 2026-09-27

  • Vellum Yes

    A hosted web app is one of the supported surfaces and the recommended route on Linux, where no desktop client ships.

    Checked 2026-09-27

  • VeraDial Yes

    Besides the two mobile apps there is a hosted web console at app.veradial.com, with web checkout and a browser-based live demo needing no install.

    Checked 2026-09-22

  • VoiceAgents Yes

    A hosted dashboard is the primary surface, with a browser-based API explorer alongside it.

    Checked 2026-09-03

  • VoiceFleet Qualified

    A hosted dashboard is where you configure and review calls, but the analytics dashboard is gated to Growth and Pro and multi-location management to Pro only, so the entry tier gets a thinner web surface.

    Checked 2026-10-03

  • Warmly Yes

    Hosted dashboards at the Warmly app populate once the site script tag is installed.

    Checked 2026-09-03

  • Warp Yes

    A browser app manages cloud agents, runs, schedules and environments without installing Warp, and works on mobile; Warp Drive is also reachable on the web.

    Checked 2026-09-03

  • Webhound Yes

    A hosted web workspace is a first-class surface, with a chat agent home page, nested folders, session steering and published results alongside the API.

    Checked 2026-09-27

  • Zed Qualified

    The only web surface is the organisation dashboard for admin controls, usage and billing; coding and the agent happen in the installed desktop app, not a browser.

    Checked 2026-09-29

  • Zencoder Qualified

    The main app is a desktop download; the only documented browser route to it is installing Zenflow on your own VPS, while auth.zencoder.ai covers administration and analytics rather than agent work.

    Checked 2026-09-09

  • Zendesk AI agents Yes

    Configured in the web Admin Center and deployed to web, mobile and social messaging surfaces.

    Checked 2026-09-03

  • ZTABS Qualified

    There is no hosted workspace for the service itself; the only self-serve web surface is a set of free browser tools and calculators published on ztabs.co, offered without professional guarantees.

    Checked 2026-09-25

The population

149 listings in this index are Published. This is the population as of 2026-10-11. 149 of the 149 published listings in this index carry a settled answer for “In a browser”. That row asks: Is there a hosted web or cloud-sandbox surface? Every listing in the index is settled on this row, so nothing is left out.

Findings

  1. 124 of the 149 settled listings answer “Yes” for “In a browser”. That is 83% of the settled set.

  2. 17 of the 149 settled listings answer “Qualified” for “In a browser”. That is 11% of the settled set.

  3. 7 of the 149 settled listings answer “No” for “In a browser”. That is 5% of the settled set.

  4. 1 of the 149 settled listings answer “Does not apply” for “In a browser”. That is 1% of the settled set.

1 of those yes answers is Bland, which still answers yes for “In a browser”. Its listing carries the stored answer and links to the source recorded for it. This is one worked example, not an independent audit of every source in the census.

What we counted, and how

Each figure above is a count over the “In a browser” row of the listing datasheet, taken from the same stored answer the listing page renders. The denominator is the 149 listings whose answer is settled, meaning one of yes, qualified, no, does not apply, not established. On this row that is the whole index, because every listing has a recognised stored answer. Every number here is stored with the read-only query that reproduces it and re-run every sixty seconds against the live corpus, so a figure that stops reproducing surfaces as drift rather than as a stale sentence nobody notices. Our full method covers how a datasheet row is settled in the first place.

Limitations

This counts stored datasheet answers, not independently tested capabilities. A sourced answer can record a vendor statement or our reading of published evidence; this census does not re-fetch those sources. “Not established” means we have not established an answer. That can reflect vendor nondisclosure, blocked evidence, or unfinished research, not a no. An absent or unrecognised answer is excluded rather than treated as a researched finding. The figures are restated when the stored corpus changes; the date above is the count used for this published version, not a new verification of the vendors.

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